Skip to main content
Top

2019 | OriginalPaper | Chapter

Modeling of the Microvascular Pulse for Tracking the Vasoconstriction Response to Deep Inspiratory Gasp

Authors : Michele Sorelli, Antonia Perrella, Leonardo Bocchi

Published in: World Congress on Medical Physics and Biomedical Engineering 2018

Publisher: Springer Singapore

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

This work demonstrates the suitability of a microvascular pulse decomposition algorithm (PDA) for evaluating the vasoconstriction response to a deep inspiratory gasp (DIG). Synchronous ECG, respiratory, and laser Doppler flowmetry (LDF) signals of 13 healthy subjects (age: 26 \( \pm \) 3 years) were analyzed, and a four-Gaussian PDA was applied to reconstruct the LDF heartbeat pulsations. To assess the tracking of the transient vasoconstriction, the goodness-of-fit achieved during the DIG was compared with the performance at baseline. Moreover, the heart rate (HR) derived from the model’s systolic component was validated against the ECG, comparing the agreement with the one obtained from the wavelet transform analysis (WTA) of the LDF signal. The model’s normalized root-mean-square error and average \( {\text{R}}^{2} \) did not decrease during the DIG (p = 0.249, p = 0.552), and a nearly optimal pulse modeling accuracy was maintained (p = 0.286). Furthermore, the proposed PDA could better reproduce the reference HR than WTA, with a 46.8% reduction of the median root-mean-square error (p < 0.001), which did not worsen during the DIG (p = 0.861). Therefore, this method might find valuable application in the evaluation of neurovascular deterioration.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
2.
go back to reference Bolton, B., Carmichael, E. A., Sturup, G.: Vasoconstriction following deep inspiration. Journal of Physiology 86, pp. 83–94 (1936) Bolton, B., Carmichael, E. A., Sturup, G.: Vasoconstriction following deep inspiration. Journal of Physiology 86, pp. 83–94 (1936)
6.
go back to reference Sorelli, M., Perrella, A., Bocchi, L.: Cardiac pulse waves modeling and analysis in laser Doppler perfusion signals of the skin microcirculation. In: CMBEBIH 2017: Proceedings of the International Conference on Medical and Biological Engineering, pp. 20–25, Springer, Singapore (2017). https://doi.org/10.1007/978-981-10-4166-2_4 Sorelli, M., Perrella, A., Bocchi, L.: Cardiac pulse waves modeling and analysis in laser Doppler perfusion signals of the skin microcirculation. In: CMBEBIH 2017: Proceedings of the International Conference on Medical and Biological Engineering, pp. 20–25, Springer, Singapore (2017). https://​doi.​org/​10.​1007/​978-981-10-4166-2_​4
7.
go back to reference Moré, J. J.: The Levenberg-Marquardt algorithm: implementation and theory. In: Numerical analysis, pp. 105–116, Springer, Berlin (1978) Moré, J. J.: The Levenberg-Marquardt algorithm: implementation and theory. In: Numerical analysis, pp. 105–116, Springer, Berlin (1978)
8.
go back to reference Stefanovska, A., Bračič, M., Kvernmo, H. B.: Wavelet analysis of oscillations in the peripheral blood circulation measured by laser Doppler technique. IEEE Transactions on Biomedical Engineering 46, pp. 1230–1239 (1999). https://doi.org/10.1109/10.790500 Stefanovska, A., Bračič, M., Kvernmo, H. B.: Wavelet analysis of oscillations in the peripheral blood circulation measured by laser Doppler technique. IEEE Transactions on Biomedical Engineering 46, pp. 1230–1239 (1999). https://​doi.​org/​10.​1109/​10.​790500
9.
Metadata
Title
Modeling of the Microvascular Pulse for Tracking the Vasoconstriction Response to Deep Inspiratory Gasp
Authors
Michele Sorelli
Antonia Perrella
Leonardo Bocchi
Copyright Year
2019
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-9038-7_57